Loading the SOTA2 catalog…
SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Medical Image Classification | OCTMNIST | 47 | May 27, 2026 | ||
| Image Classification | SVHN | 47 | May 12, 2026 | ||
| Few-shot Image Classification | Average 11 datasets (test) | 47 | Apr 10, 2026 | ||
| Image Classification | ImageNet | 47 | Feb 26, 2026 | ||
| Image Classification | Oxford Flowers |
| 47 |
| Jul 8, 2026 |
| Image Classification | CIFAR-100 IID | 47 | Apr 27, 2026 |
|---|
| Satellite Image Classification | EuroSAT | 47 | May 8, 2026 |
|---|
| Image Classification | SST2 Rendered | 47 | Mar 4, 2026 |
|---|
| Long-tailed Image Classification | CIFAR-100 LT (Imbalance ratio 100) | 47 | Feb 26, 2026 |
|---|
| Image Classification | Food101 Base-to-new generalization | 47 | Feb 26, 2026 |
|---|
| Image Classification | FGSM (test) | 47 | Mar 19, 2026 |
|---|
| Image Classification | VisDA 17 | 47 | Mar 25, 2026 |
|---|
| Image Classification | ImageNet ILSVRC2012 (val) | 47 | Feb 26, 2026 |
|---|
| Fine-grained Image Classification | UCF101 | 47 | Jun 8, 2026 |
|---|
| Pathology Image Classification | BREAKHIS (test) | 46 | Jul 7, 2026 |
|---|
| Active Learning Image Classification | CIFAR-100 | 46 | May 15, 2026 |
|---|
| Image Classification | ImageNet-Woof (test) | 46 | May 21, 2026 |
|---|
| Hyperspectral Image Classification | Pavia University (80% test) | 46 | Apr 30, 2026 |
|---|
| Image Classification | MetaShift | 46 | Jun 4, 2026 |
|---|
| Image Classification | ImageNet | 46 | Mar 17, 2026 |
|---|
| Image Classification | ImageNet-S | 46 | Jun 8, 2026 |
|---|
| Image Classification | CelebA-HQ | 46 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet 1k (val) | 46 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet OOD Variants (-V2, -Sketch, -A, -R) | 46 | Jul 2, 2026 |
|---|
| Image Classification | 11 fine-grained classification datasets average | 46 | Feb 26, 2026 |
|---|